Limelight: An Open, Web-Based Tool for Visualizing, Sharing, and Analyzing Mass Spectrometry Data from DDA Pipelines.

IF 3.6 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Journal of Proteome Research Pub Date : 2025-04-04 Epub Date: 2025-03-04 DOI:10.1021/acs.jproteome.4c00968
Michael Riffle, Alex Zelter, Daniel Jaschob, Michael R Hoopmann, Danielle A Faivre, Robert L Moritz, Trisha N Davis, Michael J MacCoss, Nina Isoherranen
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Abstract

Liquid chromatography-tandem mass spectrometry employing data-dependent acquisition (DDA) is a mature, widely used proteomics technique routinely applied to proteome profiling, protein-protein interaction studies, biomarker discovery, and protein modification analysis. Numerous tools exist for searching DDA data and myriad file formats are output as results. While some search and post processing tools include data visualization features to aid biological interpretation, they are often limited or tied to specific software pipelines. This restricts the accessibility, sharing and interpretation of data, and hinders comparison of results between different software pipelines. We developed Limelight, an easy-to-use, open-source, freely available tool that provides data sharing, analysis and visualization and is not tied to any specific software pipeline. Limelight is a data visualization tool specifically designed to provide access to the whole "data stack", from raw and annotated scan data to peptide-spectrum matches, quality control, peptides, proteins, and modifications. Limelight is designed from the ground up for sharing and collaboration and to support data from any DDA workflow. We provide tools to import data from many widely used open-mass and closed-mass search software workflows. Limelight helps maximize the utility of data by providing an easy-to-use interface for finding and interpreting data, all using the native scores from respective workflows.

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Limelight:一个开放的、基于web的工具,用于可视化、共享和分析来自DDA管道的质谱数据。
采用数据依赖获取(DDA)的液相色谱-串联质谱法是一种成熟的、广泛使用的蛋白质组学技术,常规应用于蛋白质组分析、蛋白质-蛋白质相互作用研究、生物标志物发现和蛋白质修饰分析。存在许多用于搜索DDA数据的工具,并且作为结果输出无数的文件格式。虽然一些搜索和后处理工具包括数据可视化功能来帮助生物学解释,但它们通常受到限制或绑定到特定的软件管道。这限制了数据的可访问性、共享和解释,并阻碍了不同软件管道之间结果的比较。我们开发了Limelight,这是一个易于使用的、开源的、免费提供的工具,它提供数据共享、分析和可视化,并且不依赖于任何特定的软件管道。Limelight是一个数据可视化工具,专门设计用于访问整个“数据堆栈”,从原始和注释的扫描数据到肽谱匹配、质量控制、肽、蛋白质和修饰。Limelight是为共享和协作而设计的,并支持来自任何DDA工作流的数据。我们提供了从许多广泛使用的开放式和封闭式搜索软件工作流中导入数据的工具。Limelight通过提供一个易于使用的界面来查找和解释数据,所有这些都使用来自各自工作流程的本地分数,从而帮助最大限度地利用数据。
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来源期刊
Journal of Proteome Research
Journal of Proteome Research 生物-生化研究方法
CiteScore
9.00
自引率
4.50%
发文量
251
审稿时长
3 months
期刊介绍: Journal of Proteome Research publishes content encompassing all aspects of global protein analysis and function, including the dynamic aspects of genomics, spatio-temporal proteomics, metabonomics and metabolomics, clinical and agricultural proteomics, as well as advances in methodology including bioinformatics. The theme and emphasis is on a multidisciplinary approach to the life sciences through the synergy between the different types of "omics".
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